panjose
- 50 skills
- 0 followers
- 7 hours ago last updated
- ▌
- ▌
- ▌
- ▌
- ▌
- ▌
- ▌
- ▌
- ▌
- ▌
- ▌
- ▌
- ▌
- ▌ Island Select · panjoseSelect the next island strategy and parent hypothesis set for one evolution round.
- ▌ Research Config · panjoseGenerate a `ResearchPlan` from `input.md` or equivalent raw research input.
- ▌ Strategy Router · panjoseProduce the current `state/STRATEGY_PLAN.json` bundle for configuration, generation, review, evolution, or overview routing.
- ▌ Convergence Check · panjoseEvaluate whether a hypothesis newly entered the current top-k set and update the convergence counter deterministically.
- ▌ Literature Search · panjoseRun the canonical literature search bridge for one evidence query and persist traceable evidence artifacts.
- ▌ Run Policy Router · panjoseInterpret the user's high-level research intent into `RUN_POLICY.yaml` and `state/POLICY_DECISION.json`.
- ▌
- ▌ Ranking Elo Update · panjoseApply deterministic Elo updates for one completed tournament batch, persist touched hypotheses, and write the ranking update receipt.
- ▌
- ▌ Insights From Reviews · panjoseExtract recurring critique patterns from the completed review of a hypothesis.
- ▌
- ▌ Hypothesis Evolution Loop · panjoseRun the iterative evolution loop from the current persisted run state until convergence.
- ▌
- ▌
- ▌ Hypothesis Generate Debate · panjoseGenerate exactly one hypothesis candidate through a structured scientific debate.
- ▌ Hypothesis Review Pipeline · panjoseRun the decomposed review pipeline for a single hypothesis and persist each review stage as a structured artifact.
- ▌ Research Overview Pipeline · panjoseGenerate the final research overview from the top-ranked hypotheses.
- ▌ Hypothesis Evolve Coherence · panjoseGenerate exactly one child hypothesis that improves logical coherence, causal consistency, and assumption hygiene.
- ▌ Hypothesis Evolve Grounding · panjoseGenerate exactly one grounded child hypothesis by strengthening evidence, specificity, and literature support.
- ▌ Hypothesis Proximity Update · panjoseUpdate hypothesis proximity state by invoking the canonical embedding bridge for one hypothesis.
- ▌ Hypothesis Ranking Pipeline · panjoseUpdate ranking artifacts for one reviewed hypothesis using canonical placement-opponent selection, ranked-frontier selection, tournament judgments, and Elo updates.
- ▌ Hypothesis Deep Verification · panjoseRun the assumption decomposition and deep verification review for a hypothesis.
- ▌ Hypothesis Evolve Out Of Box · panjoseGenerate exactly one divergent but still testable child hypothesis that challenges the shared assumptions of the parent set.
- ▌ Hypothesis Ranked Tournament · panjoseJudge one ranked-tournament matchup between two top frontier hypotheses.
- ▌ Hypothesis Simulation Review · panjoseSimulate the hypothesis mechanism and identify failure scenarios.
- ▌ Evolution Strategy Supervisor · panjoseChoose exactly one concrete evolution strategy for the active evolution round.
- ▌ Hypothesis Evolve Combination · panjoseGenerate exactly one child hypothesis by combining complementary strengths from multiple parent hypotheses.
- ▌ Hypothesis Evolve Feasibility · panjoseGenerate exactly one child hypothesis that is more experimentally and operationally feasible than its parent.
- ▌ Hypothesis Evolve Inspiration · panjoseGenerate exactly one cross-parent child hypothesis by transferring a useful principle from one parent context into another.
- ▌
- ▌ Hypothesis Generate Literature · panjoseGenerate exactly one literature-grounded hypothesis candidate for the active round.
- ▌ Hypothesis Generation Pipeline · panjoseDispatch one enabled generation strategy for a given `ResearchPlan`.
- ▌ Hypothesis Generate Assumptions · panjoseGenerate exactly one hypothesis candidate by enumerating and combining testable assumptions.
- ▌ Hypothesis Placement Tournament · panjoseJudge one placement-tournament matchup between a candidate hypothesis and one opponent.
- ▌ Hypothesis Evolve Simplification · panjoseGenerate exactly one child hypothesis that preserves the core idea while reducing unnecessary complexity.
- ▌
- ▌ Co Scientist Start · panjoseStart one Co-Scientist run from Codex using a research goal or imported brief.